点击上方“Deephub Imba”,关注公众号,好文章不错过 !ChatGPT 发布之后，AI 智能体的概念就一直牵动着整个行业的想象力。它描绘的场景很诱人：给 AI ...

Abstract: Current Text-to-SQL methods are evaluated and only focused on executable queries overlooking the semantic alignment challenge both in terms of the semantic meaning of the query and the ...

Every data engineering team right now is being asked the same question: "How do we build a chatbot that talks to our data?" The prototypes are deceptively simple. A developer connects GPT-5.1 to a ...

A team of AI researchers at Bloomberg have developed PExA, an agentic framework that achieved 70.2% execution accuracy, sharing one of the top positions on the Spider 2.0 (Snow) leaderboard, one of ...

Semantic SEO helps search engines understand context. Learn how to use entities, topics, and intent to build richer content that ranks higher. Semantic SEO aims to describe the relationships between ...

了解如何使用 Tinker 和 Ray 微调 text-to-SQL 模型，从而提高 AI 生成高效 SQL 查询的能力。 在推进 text-to-SQL 模型的创新方法中，Anyscale 介绍了一种利用 Tinker 和 Ray 来简化训练和部署过程的方法。这一发展旨在增强 AI 构建者生成高效 SQL 查询的能力，根据 Anyscale。

Discover how Tinker and Ray are utilized to fine-tune text-to-SQL models, enhancing AI capabilities in generating efficient SQL queries. In an innovative approach to advancing text-to-SQL models, ...

While data warehouses and cloud-native architectures have grown rapidly, business users are still finding it difficult to reach enterprise data. Even as dashboards and query tools become easier to use ...

In this tutorial, we walk you through the seamless integration of AutoGen and Semantic Kernel with Google’s Gemini Flash model. We begin by setting up our GeminiWrapper and SemanticKernelGeminiPlugin ...